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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Other

SurfacedBy AI Visibility & GEO Audit

By surfacedby.com Verified namespace

Free AI visibility and GEO audit: see what AI reads on your site and whether its answers cite you.

WebsiteSource code
Connect to SurfacedBy AI Visibility & GEO Audit
Checks passed
14 / 22

1 failed · 7 not measured

Median response
1091 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
5

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
103
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
402

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 1041 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name SurfacedBy AI Visibility Audit.

  • Pass
    Lists tools

    tools/list returned 5 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 1091 ms over 2 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 1135 ms over 2 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    2 of 2 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Pass
    Stable tool list

    No tool was removed and no required parameter was added in the last 30 days.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    0 of 15 parameters have a description (0%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-10-10T16:29:33.979187Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using SurfacedBy AI Visibility & GEO Audit

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http surfacedby-ai-visibility-geo-audit https://api.surfacedby.com/api/v1/mcp/public/

Capabilities

Tools 5

surfacedby_analyze_answer_evidence

Examine the answer supplied by the user for business mentions and visible source links. Classifies linked sources and resolves supported Google and Gemini redirects within the request budget. Names and links are observations about this text, not a verdict on accuracy or business visibility; copying may lose links. Pair with page inspection when the user asks whether claims are true, and identify the supplied answer as the subject of the verdict. Runs no AI queries and cannot establish why a model included or omitted a business.

Discovered
surfacedby_check_ai_crawler_access

Check which AI crawlers a site allows, restricts or blocks in robots.txt, what that means for each AI platform and the search index it reads, where to submit pages, whether a security challenge answers an ordinary request, homepage noindex, llms.txt and Content-Signal, with copy-ready fixes. Reads the site's public files and one ordinary page request; firewall rules keyed to crawlers' own IP addresses are not visible.

Discovered
surfacedby_get_ai_source_landscape

Show, for each AI platform, the mix of source types it cites, recent shifts in specific sources and how its answers cite, from SurfacedBy's published AI Search Index, with the data date, the public page and related research findings with links. Rates are pooled across many brands and describe each platform, not any one business.

Discovered
surfacedby_inspect_page_evidence

Read up to five public pages without running JavaScript. Returns sourced sections, table cells, links and declared structured data for checking buyer information, comparing offers and verifying claims. Includes documented technical observations, repeated declarations to review and the remaining request budget. Interpret observations in the user's context; they are not automatically problems. Partial or unreadable pages are reported as such. Runs no AI queries and measures no visibility.

Discovered
surfacedby_plan_ai_visibility_audit

Return the ordered checklist for an AI visibility audit of a business website: each step, the tools for it, the quality bar for the result, the rules to follow, the published research findings that apply to the goal, and the remaining request budget. Makes no request to the website.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected1041 ms5
Connected1140 ms5

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